Qingyu Zhao
Qingyu Zhao
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Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis
S Gadgil, Q Zhao, A Pfefferbaum, EV Sullivan, E Adeli, KM Pohl
International Conference on Medical Image Computing and Computer-Assisted …, 2020
Training confounder-free deep learning models for medical applications
Q Zhao, E Adeli, KM Pohl
Nature communications 11 (1), 6010, 2020
Variational autoencoder for regression: Application to brain aging analysis
Q Zhao, E Adeli, N Honnorat, T Leng, KM Pohl
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
Representation Learning with Statistical Independence to Mitigate Bias
E Adeli, Q Zhao, A Pfefferbaum, EV Sullivan, L Fei-Fei, JC Niebles, ...
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
Quantifying Parkinson’s disease motor severity under uncertainty using MDS-UPDRS videos
M Lu, Q Zhao, KL Poston, EV Sullivan, A Pfefferbaum, M Shahid, M Katz, ...
Medical image analysis 73, 102179, 2021
Deep learning identifies morphological determinants of sex differences in the pre-adolescent brain
E Adeli, Q Zhao, NM Zahr, A Goldstone, A Pfefferbaum, EV Sullivan, ...
NeuroImage 223, 117293, 2020
The endoscopogram: A 3D model reconstructed from endoscopic video frames
Q Zhao, T Price, S Pizer, M Niethammer, R Alterovitz, J Rosenman
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016
Longitudinal self-supervised learning
Q Zhao, Z Liu, E Adeli, KM Pohl
Medical image analysis 71, 102051, 2021
Association of heavy drinking with deviant fiber tract development in frontal brain systems in adolescents
Q Zhao, EV Sullivan, N Honnorat, E Adeli, S Podhajsky, MD De Bellis, ...
JAMA psychiatry 78 (4), 407-415, 2021
Variational autoencoder with truncated mixture of gaussians for functional connectivity analysis
Q Zhao, N Honnorat, E Adeli, A Pfefferbaum, EV Sullivan, KM Pohl
Information Processing in Medical Imaging: 26th International Conference …, 2019
Chained regularization for identifying brain patterns specific to HIV infection
E Adeli, D Kwon, Q Zhao, A Pfefferbauma, NM Zahr, EV Sullivan, KM Pohl
Neuroimage 183, 425-437, 2018
Accelerated Aging and Motor Control Deficits Are Related to Regional Deformation of Central Cerebellar White Matter in Alcohol Use Disorder
Q Zhao, A Pfefferbaum, S Podhajsky, KM Pohl, S Edith V.
Addiction Biology, 2019
Bias-resilient neural network
E Adeli, Q Zhao, A Pfefferbaum, EV Sullivan, L Fei-Fei, JC Niebles, ...
Adolescent alcohol use disrupts functional neurodevelopment in sensation seeking girls
Q Zhao, EV Sullivan, EM Műller‐Oehring, N Honnorat, E Adeli, ...
Addiction Biology, e12914, 2020
Local metric learning in 2D/3D deformable registration with application in the abdomen
Q Zhao, CR Chou, G Mageras, S Pizer
IEEE transactions on medical imaging 33 (8), 1592-1600, 2014
Representation disentanglement for multi-modal brain MRI analysis
J Ouyang, E Adeli, KM Pohl, Q Zhao, G Zaharchuk
Information Processing in Medical Imaging: 27th International Conference …, 2021
Geometric-feature-based spectral graph matching in pharyngeal surface registration
Q Zhao, S Pizer, M Niethammer, J Rosenman
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
Longitudinal pooling & consistency regularization to model disease progression from MRIs
J Ouyang, Q Zhao, EV Sullivan, A Pfefferbaum, SF Tapert, E Adeli, ...
IEEE journal of biomedical and health informatics 25 (6), 2082-2092, 2020
Risk for depression tripled during the COVID-19 pandemic in emerging adults followed for the last 8 years
E Alzueta, S Podhajsky, Q Zhao, SF Tapert, WK Thompson, M de Zambotti, ...
Psychological Medicine, 1-8, 2021
Metadata normalization
M Lu, Q Zhao, J Zhang, KM Pohl, L Fei-Fei, JC Niebles, E Adeli
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
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